{"id":"W4386984991","doi":"10.1016/j.preghy.2023.07.076","title":"PO6_19. The diagnostic accuracy of American college of cardiology/American heart association blood pressure categories for identification of women and babies at risk of adverse pregnancy outcomes – a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Pregnancy Hypertension","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Identification (biology); Pregnancy; Blood pressure; Intensive care medicine; Internal medicine; Cardiology; Obstetrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005138911,0.001542376,0.007908515,0.003569495,0.0004289715,0.002014442,0.001253379,0.001372183,0.008362197],"category_scores_gemma":[0.01814277,0.0007547231,0.02108079,0.00412601,0.0004153142,0.001149396,0.0008891408,0.001511399,0.0006104812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009773588,"about_ca_system_score_gemma":0.001696787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006128927,"about_ca_topic_score_gemma":0.0124064,"domain_scores_codex":[0.9971448,0.001149247,0.0007757213,0.0003709508,0.0004275071,0.0001318937],"domain_scores_gemma":[0.9905455,0.007696628,0.001003475,0.0001628731,0.0004956876,0.0000958017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.004745862,0.00004898277,0.01124372,0.522267,0.3975878,0.0001114872,0.0000926305,0.0004335902,0.00029156,0.0002372148,0.004350021,0.05859013],"study_design_scores_gemma":[0.002324128,0.0003796556,0.01800073,0.0408546,0.9289712,0.0001587572,0.0000605929,0.0003754297,0.0001846514,0.0004677643,0.008174465,0.00004806623],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004534432,0.9919823,0.0003123773,0.000251363,0.0002402412,0.0001847459,0.001954935,0.00002669059,0.0005129925],"genre_scores_gemma":[0.1376176,0.8549266,0.001600078,0.001044835,0.0005297185,0.0007505147,0.002633218,0.00003388946,0.0008635463],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008362197,"threshold_uncertainty_score":0.02797437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05880235606479703,"score_gpt":0.3239186932142311,"score_spread":0.2651163371494341,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}